oss-fuzz/projects/keras/fuzz_model.py

50 lines
1.2 KiB
Python

#!/usr/bin/python3
# Copyright 2023 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import sys
import atheris
import json
import h5py
import chardet
with atheris.instrument_imports():
import keras
@atheris.instrument_func
def TestOneInput(data):
with open("model.hdf5", "wb") as mf:
mf.write(data)
try:
keras.models.load_model("model.hdf5")
# Catch all sorts of exceptions. The goal right now is capturing more security
# relevant properties so focus on code coverage.
except OSError:
return
except KeyError:
return
except TypeError:
return
except ValueError:
return
def main():
atheris.Setup(sys.argv, TestOneInput)
atheris.Fuzz()
if __name__ == "__main__":
main()